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A Biologist's Guide to Analysis of DNA Microarray Data

2011-09-23 Science
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Release : 2011-09-23
Genre : Science
Kind : eBook
Book Rating : 180/5 ( reviews)

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Book Synopsis A Biologist's Guide to Analysis of DNA Microarray Data by : Steen Knudsen

Download or read book A Biologist's Guide to Analysis of DNA Microarray Data written by Steen Knudsen. This book was released on 2011-09-23. Available in PDF, EPUB and Kindle. Book excerpt: A great introductory book that details reliable approaches to problems met in standard microarray data analyses. It provides examples of established approaches such as cluster analysis, function prediction, and principle component analysis. Discover real examples to illustrate the key concepts of data analysis. Written for those without any advanced background in math, statistics, or computer sciences, this book is essential for anyone interested in harnessing the immense potential of microarrays in biology and medicine.

Guide to Analysis of DNA Microarray Data

2005-03-04 Science
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Release : 2005-03-04
Genre : Science
Kind : eBook
Book Rating : 26X/5 ( reviews)

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Book Synopsis Guide to Analysis of DNA Microarray Data by : Steen Knudsen

Download or read book Guide to Analysis of DNA Microarray Data written by Steen Knudsen. This book was released on 2005-03-04. Available in PDF, EPUB and Kindle. Book excerpt: Written for biologists and medical researchers who don't have any special training in data analysis and statistics, Guide to Analysis of DNA Microarray Data, Second Edition begins where DNA array equipment leaves off: the image produced by the microarray. The text deals with the questions that arise starting at this point, providing an introduction to microarray technology, then moving on to image analysis, data analysis, cluster analysis, and beyond. With all chapters rewritten, updated, and expanded to include the latest generation of technology and methods, Guide to Analysis of DNA Microarray Data, Second Edition offers practitioners reliable information using concrete examples and a clear, comprehensible style. This Second Edition features entirely new chapters on: * Image analysis * Experiment design * Automated analysis, integrated analysis, and systems biology * Interpretation of results Intended for readers seeking practical applications, this text covers a broad spectrum of proven approaches in this rapidly growing technology. Additional features include further reading suggestions for each chapter, as well as a thorough review of available analysis software.

A Biologist's Guide to Analysis of DNA Microarray Data and Microarray Analysis Set

2002-12-02 Science
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Release : 2002-12-02
Genre : Science
Kind : eBook
Book Rating : 357/5 ( reviews)

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Book Synopsis A Biologist's Guide to Analysis of DNA Microarray Data and Microarray Analysis Set by : Mark Schena

Download or read book A Biologist's Guide to Analysis of DNA Microarray Data and Microarray Analysis Set written by Mark Schena. This book was released on 2002-12-02. Available in PDF, EPUB and Kindle. Book excerpt:

Microarray Gene Expression Data Analysis

2009-04-01 Science
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Release : 2009-04-01
Genre : Science
Kind : eBook
Book Rating : 565/5 ( reviews)

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Book Synopsis Microarray Gene Expression Data Analysis by : Helen Causton

Download or read book Microarray Gene Expression Data Analysis written by Helen Causton. This book was released on 2009-04-01. Available in PDF, EPUB and Kindle. Book excerpt: This guide covers aspects of designing microarray experiments and analysing the data generated, including information on some of the tools that are available from non-commercial sources. Concepts and principles underpinning gene expression analysis are emphasised and wherever possible, the mathematics has been simplified. The guide is intended for use by graduates and researchers in bioinformatics and the life sciences and is also suitable for statisticians who are interested in the approaches currently used to study gene expression. Microarrays are an automated way of carrying out thousands of experiments at once, and allows scientists to obtain huge amounts of information very quickly Short, concise text on this difficult topic area Clear illustrations throughout Written by well-known teachers in the subject Provides insight into how to analyse the data produced from microarrays

Exploration and Analysis of DNA Microarray and Protein Array Data

2009-09-25 Mathematics
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Release : 2009-09-25
Genre : Mathematics
Kind : eBook
Book Rating : 965/5 ( reviews)

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Book Synopsis Exploration and Analysis of DNA Microarray and Protein Array Data by : Dhammika Amaratunga

Download or read book Exploration and Analysis of DNA Microarray and Protein Array Data written by Dhammika Amaratunga. This book was released on 2009-09-25. Available in PDF, EPUB and Kindle. Book excerpt: A cutting-edge guide to the analysis of DNA microarray data Genomics is one of the major scientific revolutions of this century, and the use of microarrays to rapidly analyze numerous DNA samples has enabled scientists to make sense of mountains of genomic data through statistical analysis. Today, microarrays are being used in biomedical research to study such vital areas as a drug’s therapeutic value–or toxicity–and cancer-spreading patterns of gene activity. Exploration and Analysis of DNA Microarray and Protein Array Data answers the need for a comprehensive, cutting-edge overview of this important and emerging field. The authors, seasoned researchers with extensive experience in both industry and academia, effectively outline all phases of this revolutionary analytical technique, from the preprocessing to the analysis stage. Highlights of the text include: A review of basic molecular biology, followed by an introduction to microarrays and their preparation Chapters on processing scanned images and preprocessing microarray data Methods for identifying differentially expressed genes in comparative microarray experiments Discussions of gene and sample clustering and class prediction Extension of analysis methods to protein array data Numerous exercises for self-study as well as data sets and a useful collection of computational tools on the authors’ Web site make this important text a valuable resource for both students and professionals in the field.

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